OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.8927, kappa: 0.7858, kb_relative_information_score: 579.0878, mean_absolute_error: 0.4299, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9053, predictive_accuracy: 0.8939, prior_entropy: 0.9986, recall: 0.8939, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4337, root_relative_squared_error: 0.8683, scimark_benchmark: 1746.2876, usercpu_time_millis: 9.579, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 8.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.6233, kappa: 0.3396, kb_relative_information_score: 684.2996, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8015, predictive_accuracy: 0.6605, prior_entropy: 0.9986, recall: 0.6605, relative_absolute_error: 0.8063, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.8673, scimark_benchmark: 1750.4475, usercpu_time_millis: 9.253, usercpu_time_millis_testing: 0.877, usercpu_time_millis_training: 8.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2609.6273, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.2033, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.413, scimark_benchmark: 1797.4518, usercpu_time_millis: 8.034, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 7.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9117, kappa: 0.8234, kb_relative_information_score: 423.5393, mean_absolute_error: 0.4494, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9198, predictive_accuracy: 0.9124, prior_entropy: 0.9986, recall: 0.9124, relative_absolute_error: 0.9006, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.452, root_relative_squared_error: 0.905, scimark_benchmark: 1745.3654, usercpu_time_millis: 5.746, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 5.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1421.2343, mean_absolute_error: 0.3031, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.6073, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6893, scimark_benchmark: 1739.9351, usercpu_time_millis: 6.537, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 6.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.8931, kappa: 0.7865, kb_relative_information_score: 588.1486, mean_absolute_error: 0.4287, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9045, predictive_accuracy: 0.8942, prior_entropy: 0.9986, recall: 0.8942, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8661, scimark_benchmark: 1754.0322, usercpu_time_millis: 9.552, usercpu_time_millis_testing: 1.176, usercpu_time_millis_training: 8.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9762, kappa: 0.9524, kb_relative_information_score: 2922.5116, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9762, predictive_accuracy: 0.9762, prior_entropy: 0.9986, recall: 0.9762, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.2661, scimark_benchmark: 1750.8922, usercpu_time_millis: 6.954, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 6.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9725, kappa: 0.9448, kb_relative_information_score: 2778.9365, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9725, predictive_accuracy: 0.9725, prior_entropy: 0.9986, recall: 0.9725, relative_absolute_error: 0.1524, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.294, scimark_benchmark: 1745.0258, usercpu_time_millis: 2.658, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 2.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 3082.2495, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, recall: 0.9928, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.1646, scimark_benchmark: 1750.8922, usercpu_time_millis: 4.272, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 4.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3583, kb_relative_information_score: -0.0773, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1740.384, usercpu_time_millis: 0.853, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 0.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 2235.0892, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, recall: 0.9778, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.4271, scimark_benchmark: 1794.5229, usercpu_time_millis: 0.819, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 0.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9934, kappa: 0.9868, kb_relative_information_score: 3066.0647, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9986, recall: 0.9934, relative_absolute_error: 0.0477, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.085, root_relative_squared_error: 0.1702, scimark_benchmark: 1785.081, usercpu_time_millis: 16.933, usercpu_time_millis_testing: 1.151, usercpu_time_millis_training: 15.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 2280.8931, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.269, root_relative_squared_error: 0.5385, scimark_benchmark: 1681.8971, usercpu_time_millis: 18.341, usercpu_time_millis_testing: 2.348, usercpu_time_millis_training: 15.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 3163.1084, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, recall: 0.9953, relative_absolute_error: 0.0106, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.1153, scimark_benchmark: 1905.919, usercpu_time_millis: 26.172, usercpu_time_millis_testing: 0.769, usercpu_time_millis_training: 25.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9397, kappa: 0.8792, kb_relative_information_score: 944.5454, mean_absolute_error: 0.3809, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3893, root_relative_squared_error: 0.7794, scimark_benchmark: 1781.1827, usercpu_time_millis: 4.023, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 3.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9759, kappa: 0.9517, kb_relative_information_score: 2868.4335, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9759, predictive_accuracy: 0.9759, prior_entropy: 0.9986, recall: 0.9759, relative_absolute_error: 0.1119, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.3087, scimark_benchmark: 1741.1555, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 2813.0936, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 0.9986, recall: 0.9828, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.2909, scimark_benchmark: 1882.1598, usercpu_time_millis: 1.596, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 1.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9448, kappa: 0.8894, kb_relative_information_score: 1950.4608, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9458, predictive_accuracy: 0.9449, prior_entropy: 0.9986, recall: 0.9449, relative_absolute_error: 0.4536, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.5172, scimark_benchmark: 1730.3468, usercpu_time_millis: 6.932, usercpu_time_millis_testing: 0.764, usercpu_time_millis_training: 6.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9925, kappa: 0.985, kb_relative_information_score: 3083.8841, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, recall: 0.9925, relative_absolute_error: 0.0403, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.1684, scimark_benchmark: 1719.3862, usercpu_time_millis: 18.558, usercpu_time_millis_testing: 0.857, usercpu_time_millis_training: 17.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9452, kappa: 0.8901, kb_relative_information_score: 1564.5451, mean_absolute_error: 0.2898, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9457, predictive_accuracy: 0.9452, prior_entropy: 0.9986, recall: 0.9452, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3086, root_relative_squared_error: 0.6179, scimark_benchmark: 1758.0312, usercpu_time_millis: 9.908, usercpu_time_millis_testing: 1.36, usercpu_time_millis_training: 8.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 3081.7255, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9986, recall: 0.9956, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.15, scimark_benchmark: 1744.4874, usercpu_time_millis: 23.813, usercpu_time_millis_testing: 2.051, usercpu_time_millis_training: 21.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.943, kappa: 0.8857, kb_relative_information_score: 2653.0886, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9438, predictive_accuracy: 0.9431, prior_entropy: 0.9986, recall: 0.9431, relative_absolute_error: 0.1891, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.3782, scimark_benchmark: 1672.685, usercpu_time_millis: 1.039, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 2413.2712, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, recall: 0.9653, relative_absolute_error: 0.2882, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.3991, scimark_benchmark: 1883.2878, usercpu_time_millis: 10.595, usercpu_time_millis_testing: 0.686, usercpu_time_millis_training: 9.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.8469, kappa: 0.6959, kb_relative_information_score: 423.4607, mean_absolute_error: 0.4496, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8689, predictive_accuracy: 0.8498, prior_entropy: 0.9986, recall: 0.8498, relative_absolute_error: 0.9009, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.452, root_relative_squared_error: 0.9048, scimark_benchmark: 1717.7092, usercpu_time_millis: 15.284, usercpu_time_millis_testing: 2.447, usercpu_time_millis_training: 12.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3112.0182, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.1353, scimark_benchmark: 1684.8122, usercpu_time_millis: 4.518, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 4.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 2850.7276, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, recall: 0.9687, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.311, scimark_benchmark: 1715.1498, usercpu_time_millis: 7.664, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 7.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9919, kappa: 0.9837, kb_relative_information_score: 3005.6342, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 0.9986, recall: 0.9919, relative_absolute_error: 0.0717, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.1879, scimark_benchmark: 1876.5267, usercpu_time_millis: 18.5, usercpu_time_millis_testing: 1.247, usercpu_time_millis_training: 17.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9414, kappa: 0.8825, kb_relative_information_score: 1441.8892, mean_absolute_error: 0.3089, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9425, predictive_accuracy: 0.9415, prior_entropy: 0.9986, recall: 0.9415, relative_absolute_error: 0.6191, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6532, scimark_benchmark: 1739.8594, usercpu_time_millis: 9.655, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 8.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.3583, kb_relative_information_score: -0.0857, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1721.9983, usercpu_time_millis: 1.229, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 1.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3097.9691, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.1517, scimark_benchmark: 1736.7404, usercpu_time_millis: 3.472, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 3.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 3077.5159, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.9986, recall: 0.9916, relative_absolute_error: 0.0427, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.17, scimark_benchmark: 1747.0544, usercpu_time_millis: 27.474, usercpu_time_millis_testing: 2.494, usercpu_time_millis_training: 24.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9831, kappa: 0.9661, kb_relative_information_score: 2403.5767, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9832, predictive_accuracy: 0.9831, prior_entropy: 0.9986, recall: 0.9831, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.3708, scimark_benchmark: 1862.932, usercpu_time_millis: 25.534, usercpu_time_millis_testing: 2.252, usercpu_time_millis_training: 23.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9884, kappa: 0.9768, kb_relative_information_score: 3040.7095, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 0.9986, recall: 0.9884, relative_absolute_error: 0.0552, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.1976, scimark_benchmark: 1868.7691, usercpu_time_millis: 19.914, usercpu_time_millis_testing: 1.004, usercpu_time_millis_training: 18.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9737, kappa: 0.9473, kb_relative_information_score: 2613.8792, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9737, predictive_accuracy: 0.9737, prior_entropy: 0.9986, recall: 0.9737, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3257, scimark_benchmark: 1768.9572, usercpu_time_millis: 16.714, usercpu_time_millis_testing: 1.242, usercpu_time_millis_training: 15.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2337.0651, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, recall: 0.9678, relative_absolute_error: 0.3189, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.4075, scimark_benchmark: 1865.9046, usercpu_time_millis: 11.557, usercpu_time_millis_testing: 0.833, usercpu_time_millis_training: 10.724,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9625, kappa: 0.9248, kb_relative_information_score: 2771.5087, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9625, prior_entropy: 0.9986, recall: 0.9625, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.346, scimark_benchmark: 1833.8913, usercpu_time_millis: 2.503, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 2.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3583, kb_relative_information_score: 0.0954, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1848.6062, usercpu_time_millis: 3.428, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 3.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.3583, kb_relative_information_score: -0.0763, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1825.7165, usercpu_time_millis: 1.465, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 1.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9631, kappa: 0.9261, kb_relative_information_score: 2757.4735, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9632, predictive_accuracy: 0.9631, prior_entropy: 0.9986, recall: 0.9631, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.3511, scimark_benchmark: 1822.3024, usercpu_time_millis: 0.635, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9934, kappa: 0.9868, kb_relative_information_score: 3094.5149, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9986, recall: 0.9934, relative_absolute_error: 0.0365, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0782, root_relative_squared_error: 0.1565, scimark_benchmark: 1803.2846, usercpu_time_millis: 24.478, usercpu_time_millis_testing: 2.148, usercpu_time_millis_training: 22.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9734, kappa: 0.9467, kb_relative_information_score: 2695.0805, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9734, predictive_accuracy: 0.9734, prior_entropy: 0.9986, recall: 0.9734, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1536, root_relative_squared_error: 0.3075, scimark_benchmark: 1838.9574, usercpu_time_millis: 18.081, usercpu_time_millis_testing: 2.108, usercpu_time_millis_training: 15.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9925, kappa: 0.985, kb_relative_information_score: 3060.3951, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, recall: 0.9925, relative_absolute_error: 0.0493, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1768, scimark_benchmark: 1844.4409, usercpu_time_millis: 14.968, usercpu_time_millis_testing: 1.209, usercpu_time_millis_training: 13.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9455, kappa: 0.8907, kb_relative_information_score: 2291.4113, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9463, predictive_accuracy: 0.9456, prior_entropy: 0.9986, recall: 0.9456, relative_absolute_error: 0.3316, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.4355, scimark_benchmark: 1859.4881, usercpu_time_millis: 18.655, usercpu_time_millis_testing: 1.195, usercpu_time_millis_training: 17.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.896, kappa: 0.7922, kb_relative_information_score: 591.6678, mean_absolute_error: 0.4283, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9073, predictive_accuracy: 0.8971, prior_entropy: 0.9986, recall: 0.8971, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.8653, scimark_benchmark: 1065.7082, usercpu_time_millis: 16.066, usercpu_time_millis_testing: 2.036, usercpu_time_millis_training: 14.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 3042.1014, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.1772, scimark_benchmark: 1847.7053, usercpu_time_millis: 14.021, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 13.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 2991.3528, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 0.9986, recall: 0.9828, relative_absolute_error: 0.0714, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.2311, scimark_benchmark: 1863.9794, usercpu_time_millis: 16.68, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 16.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9671, kappa: 0.9342, kb_relative_information_score: 2582.1248, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.3687, scimark_benchmark: 1850.6652, usercpu_time_millis: 12.658, usercpu_time_millis_testing: 1.101, usercpu_time_millis_training: 11.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 3092.2527, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.0379, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.157, scimark_benchmark: 1865.6428, usercpu_time_millis: 9.797, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 9.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9652, kappa: 0.9303, kb_relative_information_score: 1700.4228, mean_absolute_error: 0.2683, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9657, predictive_accuracy: 0.9653, prior_entropy: 0.9986, recall: 0.9653, relative_absolute_error: 0.5376, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.58, scimark_benchmark: 1075.404, usercpu_time_millis: 10.336, usercpu_time_millis_testing: 1.446, usercpu_time_millis_training: 8.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9887, kappa: 0.9774, kb_relative_information_score: 2981.4551, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9986, recall: 0.9887, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.2134, scimark_benchmark: 1843.6012, usercpu_time_millis: 10.058, usercpu_time_millis_testing: 0.657, usercpu_time_millis_training: 9.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9439, kappa: 0.8875, kb_relative_information_score: 1927.0518, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9449, predictive_accuracy: 0.944, prior_entropy: 0.9986, recall: 0.944, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.5232, scimark_benchmark: 1838.1478, usercpu_time_millis: 11.196, usercpu_time_millis_testing: 1.309, usercpu_time_millis_training: 9.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3096.8286, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0364, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.1505, scimark_benchmark: 1837.2211, usercpu_time_millis: 5.089, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 4.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9058, kappa: 0.8114, kb_relative_information_score: 1737.3196, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9129, predictive_accuracy: 0.9064, prior_entropy: 0.9986, recall: 0.9064, relative_absolute_error: 0.5207, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.5969, scimark_benchmark: 1860.9838, usercpu_time_millis: 6.718, usercpu_time_millis_testing: 0.498, usercpu_time_millis_training: 6.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2117.6103, mean_absolute_error: 0.1968, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.3944, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.5022, scimark_benchmark: 1862.932, usercpu_time_millis: 5.075, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 4.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9407, kappa: 0.8812, kb_relative_information_score: 2293.6167, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9422, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.4535, scimark_benchmark: 1831.7959, usercpu_time_millis: 2.649, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 2.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1700.7517, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.6339, scimark_benchmark: 1838.4518, usercpu_time_millis: 4.229, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 3.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9862, kappa: 0.9724, kb_relative_information_score: 2898.0833, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9986, recall: 0.9862, relative_absolute_error: 0.1102, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.2412, scimark_benchmark: 1865.8853, usercpu_time_millis: 1.435, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 1.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3583, kb_relative_information_score: -0.0263, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1865.6428, usercpu_time_millis: 1.077, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3583, kb_relative_information_score: -0.1631, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1844.952, usercpu_time_millis: 0.999, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9856, kappa: 0.9712, kb_relative_information_score: 2839.0119, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9986, recall: 0.9856, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.2549, scimark_benchmark: 1755.0788, usercpu_time_millis: 23.911, usercpu_time_millis_testing: 1.735, usercpu_time_millis_training: 22.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 3105.6662, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, recall: 0.9953, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.1393, scimark_benchmark: 1873.4078, usercpu_time_millis: 28.438, usercpu_time_millis_testing: 1.462, usercpu_time_millis_training: 26.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9944, kappa: 0.9887, kb_relative_information_score: 3081.7075, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.9986, recall: 0.9944, relative_absolute_error: 0.0418, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.1589, scimark_benchmark: 1745.5953, usercpu_time_millis: 20.683, usercpu_time_millis_testing: 1.416, usercpu_time_millis_training: 19.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9972, kappa: 0.9944, kb_relative_information_score: 3167.7776, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9972, predictive_accuracy: 0.9972, prior_entropy: 0.9986, recall: 0.9972, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1063, scimark_benchmark: 1829.919, usercpu_time_millis: 25.581, usercpu_time_millis_testing: 1.036, usercpu_time_millis_training: 24.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9934, kappa: 0.9868, kb_relative_information_score: 3090.1348, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9986, recall: 0.9934, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.1593, scimark_benchmark: 1753.245, usercpu_time_millis: 20.295, usercpu_time_millis_testing: 1.122, usercpu_time_millis_training: 19.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 3124.6504, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0259, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.128, scimark_benchmark: 1866.1679, usercpu_time_millis: 18.729, usercpu_time_millis_testing: 0.805, usercpu_time_millis_training: 17.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9812, kappa: 0.9624, kb_relative_information_score: 2981.6346, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9813, predictive_accuracy: 0.9812, prior_entropy: 0.9986, recall: 0.9812, relative_absolute_error: 0.0733, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.2479, scimark_benchmark: 1755.9441, usercpu_time_millis: 20.83, usercpu_time_millis_testing: 0.834, usercpu_time_millis_training: 19.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9862, kappa: 0.9724, kb_relative_information_score: 2751.3917, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9862, predictive_accuracy: 0.9862, prior_entropy: 0.9986, recall: 0.9862, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.2705, scimark_benchmark: 1881.0567, usercpu_time_millis: 20.677, usercpu_time_millis_testing: 1.42, usercpu_time_millis_training: 19.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9891, kappa: 0.9781, kb_relative_information_score: 3021.5672, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9891, predictive_accuracy: 0.989, prior_entropy: 0.9986, recall: 0.989, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.2019, scimark_benchmark: 1754.5171, usercpu_time_millis: 14.67, usercpu_time_millis_testing: 1.056, usercpu_time_millis_training: 13.614,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs